Image Classification on DomainNet Mini (test)
56.83Accuracy (Clipart)FedSR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FedSRHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 56.83 | 26.03 | 48.15 | 45.32 | 52.19 | 51.44 | 46.78 | |
| FedGAHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 56.31 | 26.95 | 49.07 | 46.15 | 54.35 | 52.84 | 47.01 | |
| FedRDHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 55.74 | 28.24 | 48.52 | 46.66 | 54.37 | 52.41 | 47.66 | |
| FedIIRHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 55.62 | 27.54 | 48.23 | 46.38 | 52.4 | 50.67 | 45.91 | |
| FedBNHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 54.65 | 26.44 | 48.36 | 44.83 | 51.75 | 50.31 | 46.22 | |
| FedProxHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 52.22 | 25.63 | 46.47 | 42.21 | 51.89 | 49.01 | 44.58 | |
| ScaffoldHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 52.13 | 26.25 | 45.8 | 41.76 | 50.36 | 48.42 | 44.12 | |
| FedAvgHeterogeneous Setting=true, Evaluation Protocol=leave-one-domain-out2026.01 | 50.77 | 23.46 | 45.85 | 41.32 | 49.9 | 47.74 | 43.17 |